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Xianghua Xie

swansea university

33H-index
288Paper Count
4.4KCitation Count
Published Papers 41
Publication Date
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Text-based three-dimensional geometric person retrieval
errEngineering Applications of Artificial Intelligence
IF8
err2026-02-27
err0
PREAI
errFanzhi Jiang; Kexin Wang; Hanchi Ren; Yiming Li; Liumei Zhang; Yuanjiao Hu; Xianghua Xie; Su Yang
errShare
errSave
Integrating Rule-Based eGFR Labels with Expert GP Annotations: A Multi-method Framework for CKD Classification
errARTIFICIAL INTELLIGENCE IN HEALTHCARE, AIIH 2025, PT II
IF0
err2026-01-01
err0
PREAI
errGuran, Ali; Siris, Avishek; Tam, Gary K. L.; Chess, James; Xie, Xianghua
errShare
errSave
Categorizing Acquisition Intervals from Whole-Brain MEG Functional Connectivity
errARTIFICIAL INTELLIGENCE IN HEALTHCARE, AIIH 2025, PT II
IF0
err2026-01-01
err0
PREAI
errBalabanis, Vasiles; Zhang, Jiaxiang; Xie, Xianghua; Yang, Su
errShare
errSave
Safeguarding Privacy for Medical Data with a Novel Key-Lock Module in Federated Learning
errARTIFICIAL INTELLIGENCE IN HEALTHCARE, AIIH 2025, PT II
IF0
err2026-01-01
err0
PREAI
errRen, Hanchi; Deng, Jingjing; Xie, Xianghua; Ma, Xiaoke; Ma, Jianfeng
errShare
errSave
Design and Testing of a Universal Platform for Search and Rescue Operation: Exploring Indoor and Outdoor Potentials
errRobotics and Autonomous Systems
IF5.2
err2025-10-21
err0
errOAAI
errD. Cafolla; B.D.M. Chaparro-Rico; X. Xie
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errSave
Class activation map guided level sets for weakly supervised semantic segmentation
errPATTERN RECOGNITION
IF7.6
err2025-06-18
err0
PREAI
errWang, Yifan; Schaefer, Gerald; Liu, Xiyao; Dong, Jing; Jing, Linglin; Wei, Ye; Xie, Xianghua; Fang, Hui
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errSave
Learning multi-level topology representation for multi-view clustering with deep non-negative matrix factorization
errNEURAL NETWORKS
IF6.3
err2025-02-01
err0
PREAI
errDou, Zengfa; Peng, Nian; Hou, Weiming; Xie, Xianghua; Ma, Xiaoke
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errSave
Graph Contrastive Learning for Tracking Dynamic Communities in Temporal Networks
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2024-10-01
err1
PREAI
errAi, Yun; Xie, Xianghua; Ma, Xiaoke
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errSave
A survey on vulnerability of federated learning: A learning algorithm perspective
errNEUROCOMPUTING
IF6.5
err2024-03-01
err12
errOAAI
errXie, Xianghua; Hu, Chen; Ren, Hanchi; Deng, Jingjing
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errSave
Using machine learning to distinguish Fabry disease from hypertrophic cardiomyopathy with ECG and ECHO data
errMOLECULAR GENETICS AND METABOLISM
IF3.5
err2024-02-01
err0
PREAI
errRamchand, Suraj; Cole, Duncan; Virdi, Avraj; Ploszajski, Matthew; Xie, Xianghua
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errSave
FedBoosting: Federated learning with gradient protected boosting for text recognition
errNEUROCOMPUTING
IF6.5
err2024-02-01
err5
errOAAI
errRen, Hanchi; Deng, Jingjing; Xie, Xianghua; Ma, Xiaoke; Wang, Yichuan
errShare
errSave
Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense
errPATTERN RECOGNITION
IF7.6
err2024-01-01
err8
PREAI
errLiu, Deyin; Wu, Lin Yuanbo; Li, Bo; Boussaid, Farid; Bennamoun, Mohammed; Xie, Xianghua; Liang, Chengwu
errShare
errSave
Fully Connected Networks on a Diet With the Mediterranean Matrix Multiplication
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
errOAAI
errEshkiki, Hassan; Mora, Benjamin; Xie, Xianghua
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errSave
Inferring Attention Shifts for Salient Instance Ranking
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2023-10-18
err1
errOAAI
errSiris, Avishek; Jiao, Jianbo; Tam, Gary K. L.; Xie, Xianghua; Lau, Rynson W. H.
errShare
errSave
A Robust Vehicle Detection Model for LiDAR Sensor Using Simulation Data and Transfer Learning Methods
errAI
IF5
err2023-06-01
err1
errOAAI
errLakshmanan, Kayal; Roach, Matt; Giannetti, Cinzia; Bhoite, Shubham; George, David; Mortensen, Tim; Manduhu, Manduhu; Heravi, Behzad; Kariyawasam, Sharadha; Xie, Xianghua
errShare
errSave
Face reenactment via generative landmark guidance
errIMAGE AND VISION COMPUTING
IF4.2
err2023-02-01
err7
errOAAI
errHu, Chen; Xie, Xianghua; Wu, Lin
errShare
errSave
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2023-01-01
err12
errOAAI
errWu, Lin Yuanbo; Liu, Lingqiao; Wang, Yang; Zhang, Zheng; Boussaid, Farid; Bennamoun, Mohammed; Xie, Xianghua
errShare
errSave
GRNN: Generative Regression Neural Network-A Data Leakage Attack for Federated Learning
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2022-05-03
err50
errOAAI
errRen, Hanchi; Deng, Jingjing; Xie, Xianghua
errShare
errSave
A Deep Learning Driven Active Framework for Segmentation of Large 3D Shape Collections
errCOMPUTER-AIDED DESIGN
IF3.1
err2022-03-01
err4
errOAAI
errGeorge, David; Xie, Xianghua; Lai, Yukun; Tam, Gary K. L.
errShare
errSave
Joint multi-label learning and feature extraction for temporal link prediction
errPATTERN RECOGNITION
IF7.6
err2022-01-01
err27
errOAAI
errMa, Xiaoke; Tan, Shiyin; Xie, Xianghua; Zhong, Xiaoxiong; Deng, Jingjing
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
张政 cover
张政 (Zheng Zhang)
H-index: 92 · Papers: 1.4K
M
Mohammed Bennamoun
H-index: 73 · Papers: 799
L
Leif Klemedtsson
H-index: 54 · Papers: 217
L
Lars Eklundh
H-index: 53 · Papers: 185
R
Rynson W. H. Lau
H-index: 53 · Papers: 454
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